arXiv Statistics @arxiv_stats@qoto.org

Planning in Observable POMDPs in Quasipolynomial Time. (arXiv:2201.04735v1 [cs.LG]) http://arxiv.org/abs/2201.04735

Implicit Bias of MSE Gradient Optimization in Underparameterized Neural Networks. (arXiv:2201.04738v1 [stat.ML]) http://arxiv.org/abs/2201.04738

Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision. (arXiv:2201.04771v1 [cs.CV]) http://arxiv.org/abs/2201.04771

A Non-Classical Parameterization for Density Estimation Using Sample Moments. (arXiv:2201.04786v1 [stat.ML]) http://arxiv.org/abs/2201.04786

Active Learning-Based Multistage Sequential Decision-Making Model with Application on Common Bile Duct Stone Evaluation. (arXiv:2201.04807v1 [stat.ML]) http://arxiv.org/abs/2201.04807

Binary response model with many weak instruments. (arXiv:2201.04811v1 [econ.EM]) http://arxiv.org/abs/2201.04811

Unifying Epidemic Models with Mixtures. (arXiv:2201.04960v1 [stat.ML]) http://arxiv.org/abs/2201.04960

An empirical exploration of the vibrant R ecosystem. (arXiv:2201.04982v1 [stat.OT]) http://arxiv.org/abs/2201.04982

Boost your favorite Markov Chain Monte Carlo sampler using Kac's theorem: the Kick-Kac teleportation algorithm. (arXiv:2201.05002v1 [stat.CO]) http://arxiv.org/abs/2201.05002

Fighting Money-Laundering with Statistics and Machine Learning: An Introduction and Review. (arXiv:2201.04207v1 [stat.ML]) http://arxiv.org/abs/2201.04207

Achieving Differential Privacy with Matrix Masking in Big Data. (arXiv:2201.04211v1 [cs.CR]) http://arxiv.org/abs/2201.04211

Modeling Homophily in Dynamic Networks with Application to HIV Molecular Surveillance. (arXiv:2201.04231v1 [q-bio.GN]) http://arxiv.org/abs/2201.04231

Leveraging Unlabeled Data to Predict Out-of-Distribution Performance. (arXiv:2201.04234v1 [cs.LG]) http://arxiv.org/abs/2201.04234

The Poisson Multinomial Distribution and Its Applications in Voting Theory, Ecological Inference, and Machine Learning. (arXiv:2201.04237v1 [stat.CO]) http://arxiv.org/abs/2201.04237

Asymptotic Behaviour of the Modified Likelihood Root. (arXiv:2201.04239v1 [stat.ME]) http://arxiv.org/abs/2201.04239

Using Cardinality Matching to Design Balanced and Representative Samples for Observational Studies. (arXiv:2201.04276v1 [stat.ME]) http://arxiv.org/abs/2201.04276

On the Statistical Complexity of Sample Amplification. (arXiv:2201.04315v1 [math.ST]) http://arxiv.org/abs/2201.04315

Half-Trek Criterion for Identifiability of Latent Variable Models. (arXiv:2201.04457v1 [math.ST]) http://arxiv.org/abs/2201.04457

Optimal Fixed-Budget Best Arm Identification using the Augmented Inverse Probability Estimator in Two-Armed Gaussian Bandits with Unknown Variances. (arXiv:2201.04469v1 [stat.ML]) http://arxiv.org/abs/2201.04469

A Statistical Analysis of Compositional Surveys. (arXiv:2201.03616v1 [stat.ME]) http://arxiv.org/abs/2201.03616